Healthcare Policy Modeling papers, 2023–2026

Key findings

• Healthcare Policy Modeling went from 134 papers in 2023 to 335 in 2026, roughly 2.5x in three years.
• NeurIPS publishes the most Healthcare Policy Modeling work: 332 papers from 2023 to 2026, 38% of the four-venue total.
• The fastest-growing overlap is with Diffusion Models: papers tagged with both rose from 3 in 2023 to 30 in 2026.
• Among the 5 topics under Health and Life Sciences, it ranks #1 by 2026 paper count; the fastest grower in the group, Clinical NLP, is up 3.2x versus 2.5x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026$\chi$-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?
• ICML 2026Active Policy Optimization for Individualized Dosing via Gradient Variance Minimization
• ICLR 2026A Scalable Inter-edge Correlation Modeling in CopulaGNN for Link Sign Prediction
• CVPR 2026Continuous Exposure-Time Modeling for Realistic Atmospheric Turbulence Synthesis
• NeurIPS 2025$\textit{Hyper-GoalNet}$: Goal-Conditioned Manipulation Policy Learning with HyperNetworks
• ICML 2025How Transformers Learn Structured Data: Insights From Hierarchical Filtering
• ICLR 2025HyPoGen: Optimization-Biased Hypernetworks for Generalizable Policy Generation
• CVPR 2025Bridging Gait Recognition and Large Language Models Sequence Modeling
• NeurIPS 20244DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
• ICML 2024ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization
• ICLR 2024Learning to Act from Actionless Videos through Dense Correspondences
• CVPR 2024MonoHair: High-Fidelity Hair Modeling from a Monocular Video
• NeurIPS 2023AirDelhi: Fine-Grained Spatio-Temporal Particulate Matter Dataset From Delhi For ML based Modeling
• ICML 2023Adaptive Barrier Smoothing for First-Order Policy Gradient with Contact Dynamics
• ICLR 2023An Adaptive Policy to Employ Sharpness-Aware Minimization
• CVPR 2023BAAM: Monocular 3D Pose and Shape Reconstruction With Bi-Contextual Attention Module and Attention-Guided Modeling
• NeurIPS 2026Budgeted Multi-Source Counterfactual Annotation for Off-Policy Evaluation
• ICML 2026Efficient Continuous-Depth Modeling with GRU Equivalents
• ICLR 2026Chessformer: A Unified Architecture for Chess Modeling
• CVPR 2026D-Prism Differentiable Primitives for Structured Dynamic Modeling

All Healthcare Policy Modeling papers

875 papers, page 18 of 18

851. NeurIPS 2023Direct Preference-based Policy Optimization without Reward Modeling
852. NeurIPS 2023Distributional Policy Evaluation: a Maximum Entropy approach to Representation Learning
853. NeurIPS 2023Efficient Symbolic Policy Learning with Differentiable Symbolic Expression
854. NeurIPS 2023Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events
855. NeurIPS 2023Global Optimality and Finite Sample Analysis of Softmax Off-Policy Actor Critic under State Distribution Mismatch
856. NeurIPS 2023Hierarchically Gated Recurrent Neural Network for Sequence Modeling
857. NeurIPS 2023Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach
858. NeurIPS 2023Last-Iterate Convergent Policy Gradient Primal-Dual Methods for Constrained MDPs
859. NeurIPS 2023Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits
860. NeurIPS 2023Modeling Dynamics over Meshes with Gauge Equivariant Nonlinear Message Passing
861. NeurIPS 2023Non-Stationary Bandits with Auto-Regressive Temporal Dependency
862. NeurIPS 2023Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Method
863. NeurIPS 2023Ordering-based Conditions for Global Convergence of Policy Gradient Methods
864. NeurIPS 2023Policy Gradient for Rectangular Robust Markov Decision Processes
865. NeurIPS 2023Policy Optimization for Continuous Reinforcement Learning
866. NeurIPS 2023Recasting Continual Learning as Sequence Modeling
867. NeurIPS 2023Reliable Off-Policy Learning for Dosage Combinations
868. NeurIPS 2023rPPG-Toolbox: Deep Remote PPG Toolbox
869. NeurIPS 2023SatBird: a Dataset for Bird Species Distribution Modeling using Remote Sensing and Citizen Science Data
870. NeurIPS 2023Scalable Transformer for PDE Surrogate Modeling
871. NeurIPS 2023Self-Predictive Universal AI
872. NeurIPS 2023Should We Learn Most Likely Functions or Parameters?
873. NeurIPS 2023State-Action Similarity-Based Representations for Off-Policy Evaluation
874. NeurIPS 2023Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions
875. NeurIPS 2023Would I have gotten that reward? Long-term credit assignment by counterfactual contribution analysis

FAQ

How many Healthcare Policy Modeling papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

875 in total: 134 in 2023, 194 in 2024, 212 in 2025, 335 in 2026.

How many Healthcare Policy Modeling papers are at NeurIPS 2026?

NeurIPS 2026 has 138 Healthcare Policy Modeling papers, versus 94 the year before.

How many Healthcare Policy Modeling papers are at ICLR 2026?

ICLR 2026 has 58 Healthcare Policy Modeling papers, versus 39 the year before.

How many Healthcare Policy Modeling papers are at ICML 2026?

ICML 2026 has 102 Healthcare Policy Modeling papers, versus 61 the year before.

How many Healthcare Policy Modeling papers are at CVPR 2026?

CVPR 2026 has 37 Healthcare Policy Modeling papers, versus 18 the year before.

Which conference publishes the most Healthcare Policy Modeling papers?

NeurIPS, with 332 papers from 2023 to 2026.